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ISBN: 3642037380 9786612834967 3642037399 1282834967 Year: 2010 Publisher: Heidelberg ; New York : Springer,
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The volume provides results from the latest methodological developments in data analysis and classification and highlights new emerging subjects within the field. It contains articles about statistical models, classification, cluster analysis, multidimensional scaling, multivariate analysis, latent variables, knowledge extraction from temporal data, financial and economic applications, and missing values. Papers cover both theoretical and empirical aspects.
Classification -- Congresses. --- Correlation (Statistics) -- Congresses. --- Information storage and retrieval systems -- Congresses. --- Mathematical statistics -- Congresses. --- Statistics -- Congresses. --- Mathematical statistics --- Statistics --- Correlation (Statistics) --- Classification --- Information storage and retrieval systems --- Mathematics --- Mathematical Statistics --- Physical Sciences & Mathematics --- Math --- Mathematics. --- Probabilities. --- Statistics. --- Probability Theory and Stochastic Processes. --- Statistics for Business/Economics/Mathematical Finance/Insurance. --- Science --- Distribution (Probability theory. --- Statistics for Business, Management, Economics, Finance, Insurance. --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Econometrics --- Distribution functions --- Frequency distribution --- Characteristic functions --- Probabilities --- Statistics . --- Probability --- Statistical inference --- Combinations --- Chance --- Least squares --- Risk
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ISBN: 3319557238 331955722X Year: 2017 Publisher: Cham : Springer International Publishing : Imprint: Springer,
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This edited volume on the latest advances in data science covers a wide range of topics in the context of data analysis and classification. In particular, it includes contributions on classification methods for high-dimensional data, clustering methods, multivariate statistical methods, and various applications. The book gathers a selection of peer-reviewed contributions presented at the Fifteenth Conference of the International Federation of Classification Societies (IFCS2015), which was hosted by the Alma Mater Studiorum, University of Bologna, from July 5 to 8, 2015.
Mathematical statistics --- Data processing. --- Statistics. --- Data mining. --- Statistical Theory and Methods. --- Data Mining and Knowledge Discovery. --- Statistics and Computing/Statistics Programs. --- Big Data. --- Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. --- Statistics for Business/Economics/Mathematical Finance/Insurance. --- Mathematical statistics. --- Big data. --- Statistics for Business, Management, Economics, Finance, Insurance. --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Econometrics --- Data sets, Large --- Large data sets --- Data sets --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Statistical inference --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- Statistics . --- Mathematical statistics—Data processing. --- Statistics and Computing. --- Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences. --- Statistics in Business, Management, Economics, Finance, Insurance.
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ISBN: 9783031544682 Year: 2024 Publisher: Cham : Springer,
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